SOTAVerified

Object Detection

Papers

Showing 24012450 of 10957 papers

TitleStatusHype
Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object DetectionCode1
DATA: Domain-Aware and Task-Aware Self-supervised LearningCode1
Efficient Feature Aggregation and Scale-Aware Regression for Monocular 3D Object DetectionCode1
Efficient Decoder-free Object Detection with TransformersCode1
MixConv: Mixed Depthwise Convolutional KernelsCode1
Mobile-Former: Bridging MobileNet and TransformerCode1
Density Crop-guided Semi-supervised Object Detection in Aerial ImagesCode1
Efficient Golf Ball Detection and Tracking Based on Convolutional Neural Networks and Kalman FilterCode1
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object DetectionCode1
Efficient Few-Shot Object Detection via Knowledge InheritanceCode1
Data-Free Quantization Through Weight Equalization and Bias CorrectionCode1
AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object DetectionCode1
MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface DefectsCode1
AutoAssign: Differentiable Label Assignment for Dense Object DetectionCode1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object DetectionCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
Density-Insensitive Unsupervised Domain Adaption on 3D Object DetectionCode1
Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language ModelsCode1
Efficient One-stage Video Object Detection by Exploiting Temporal ConsistencyCode1
EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approachCode1
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain AdaptationCode1
Dataset Enhancement with Instance-Level AugmentationsCode1
Mining Inter-Video Proposal Relations for Video Object DetectionCode1
Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object DetectionCode1
A Study of Face Obfuscation in ImageNetCode1
Density Map Guided Object Detection in Aerial ImagesCode1
Contrastive Deep SupervisionCode1
Dense RepPoints: Representing Visual Objects with Dense Point SetsCode1
Universal Object Detection with Large Vision ModelCode1
Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion DetectionCode1
Densely Constrained Depth Estimator for Monocular 3D Object DetectionCode1
Dense Learning based Semi-Supervised Object DetectionCode1
Densely Nested Top-Down Flows for Salient Object DetectionCode1
Object Detection with Transformers: A ReviewCode1
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object DetectionCode1
Auto Learning AttentionCode1
DCDet: Dynamic Cross-based 3D Object DetectorCode1
A Lightweight Insulator Defect Detection Model Based on Drone ImagesCode1
Contour Proposal Networks for Biomedical Instance SegmentationCode1
Contour Knowledge Transfer for Salient Object DetectionCode1
Embracing Events and Frames with Hierarchical Feature Refinement Network for Object DetectionCode1
Energy-Based Models for Deep Probabilistic RegressionCode1
A Structure-Aware Relation Network for Thoracic Diseases Detection and SegmentationCode1
Dense Nested Attention Network for Infrared Small Target DetectionCode1
Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object DetectorsCode1
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing AttentionCode1
ConTNet: Why not use convolution and transformer at the same time?Code1
Dense Contrastive Learning for Self-Supervised Visual Pre-TrainingCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
DenseCLIP: Language-Guided Dense Prediction with Context-Aware PromptingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified